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                                <p><strong>&#x5F00;&#x53D1;&#x73AF;&#x5883;&#x8BF4;&#x660E;</strong></p>
<p>  &#x5E73;&#x53F0;&#x7684;&#x5F00;&#x53D1;&#x955C;&#x50CF;&#x5DF2;&#x7ECF;&#x6709;&#x5341;&#x4F59;&#x4E2A;&#x3002;&#x672A;&#x6765;&#xFF0C;&#x8FD8;&#x4F1A;&#x6709;&#x66F4;&#x591A;&#x7684;&#x955C;&#x50CF;&#x52A0;&#x5165;&#x3002;&#x5C0F;&#x4F19;&#x4F34;&#x4EEC;&#x662F;&#x4E0D;&#x662F;&#x89C9;&#x5F97;&#x5934;&#x5927;&#xFF1F;</p>
<p>&#x672C;&#x5E16;&#x5C06;&#x8BE6;&#x7EC6;&#x4ECB;&#x7ECD;&#x5404;&#x955C;&#x50CF;&#x7684;&#x5185;&#x5BB9;&#xFF0C;&#x5E76;&#x4F1A;&#x6301;&#x7EED;&#x66F4;&#x65B0;&#x3002;&#x8FD9;&#x4E9B;&#x955C;&#x50CF;&#x662F;Ubuntu&#x7CFB;&#x7EDF;&#xFF01;</p>
<p>&#x516C;&#x5171;&#x5185;&#x5BB9;
&#x672C;&#x90E8;&#x5206;&#x7684;&#x5185;&#x5BB9;&#xFF0C;&#x5BF9;&#x6240;&#x7528;&#x955C;&#x50CF;&#x90FD;&#x9002;&#x7528;&#x3002;
&#x7279;&#x522B;&#x63D0;&#x9192;&#xFF1A;&#x4F7F;&#x7528;pip&#x5B89;&#x88C5;&#x5F00;&#x53D1;&#x5305;&#x524D;&#xFF0C;&#x8BF7;&#x68C0;&#x67E5;&#x662F;&#x5426;&#x5DF2;&#x5B89;&#x88C5;&#xFF0C;&#x5C3D;&#x91CF;&#x4E0D;&#x8981;&#x91CD;&#x590D;&#x5B89;&#x88C5;&#xFF0C;&#x65E2;&#x8282;&#x7701;&#x65F6;&#x95F4;&#x53C8;&#x80FD;&#x51CF;&#x5C11;&#x5F88;&#x591A;&#x51FA;&#x9519;&#x3002;
(1) &#x5E38;&#x7528;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#xFF1A; Jupyter Notebook&#xFF0C;&#x4E2D;&#x6587;&#x8F93;&#x5165;&#x6CD5;&#xFF0C;Pycharm&#xFF0C; &#x6587;&#x672C;&#x7F16;&#x8F91;&#x5668;GEdit&#x3001;Vim&#x7B49;&#xFF0C; &#x89C6;&#x9891;&#x64AD;&#x653E;&#x5668;&#xFF0C;&#x56FE;&#x7247;&#x67E5;&#x770B;&#x5668;&#xFF0C;&#x89E3;&#x538B;&#xFF08;&#x538B;&#x7F29;&#xFF09;&#x5DE5;&#x5177;&#xFF0C;Chrome&#x6D4F;&#x89C8;&#x5668;&#xFF0C;&#x4E0B;&#x8F7D;&#x5DE5;&#x5177;&#x3002;
(2) &#x5E38;&#x7528;&#x547D;&#x4EE4;&#xFF1A;nvcc&#xFF1B;pip (pip3)&#xFF1B;make&#xFF1B;ldconfig; cmake; apt, apt-get; service&#xFF1B;sudo&#xFF1B;vim&#xFF1B;ls&#x2026;&#x2026;
(3) &#x7CFB;&#x7EDF;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#xFF1A;XFCE&#x684C;&#x9762;&#xFF0C;X2Go&#x8FDC;&#x7A0B;&#x684C;&#x9762;&#x670D;&#x52A1;&#xFF0C;openssh-server&#x3002;
(4) &#x5F00;&#x53D1;&#x5305;:  absl-py astor backcall bleach captcha certifi chardet cloudpickle colorama cycler Cython dask DateTime decorator defusedxml Django django-cors-headers djangorestframework easydict entrypoints gast graphviz grpcio h5py html5lib idna imageio ipykernel ipython ipython-genutils ipywidgets jedi jieba Jinja2 joblib jsonschema jupyter jupyter-client jupyter-console jupyter-core kiwisolver Markdown MarkupSafe matplotlib mistune nbconvert nbformat networkx notebook numpy opencv-python pandas pandocfilters parso pexpect pickleshare Pillow pprint prometheus-client prompt-toolkit protobuf ptvsd ptyprocess pycurl Pygments pyparsing python-dateutil pytz PyWavelets pywinpty PyYAML pyzmq qtconsole redis requests scikit-image scikit-learn scipy seaborn Send2Trash simplegeneric six ssh-import-id termcolor terminado testpath toolz tornado tqdm traitlets urllib3 utils uuid wcwidth webencodings Werkzeug wheel widgetsnbextension wincertstore wordcloud xgboost zope.interface pydot-ng xlrd mysqlclient&#x3002;
&#x8BF4;&#x660E;&#xFF1A;&#x6240;&#x6709;&#x7528;&#x6237;&#x7684;&#x4F7F;&#x7528;&#x65B9;&#x5F0F;&#x5305;&#x62EC;&#x8FDC;&#x7A0B;&#x684C;&#x9762;&#x3001;ssh&#x4E0E;jupyter&#x7F51;&#x9875;&#x7B49;&#xFF0C;&#x8BF7;&#x7528;&#x6237;&#x6839;&#x636E;&#x81EA;&#x8EAB;&#x9700;&#x8981;&#x9009;&#x62E9;&#x8FDC;&#x7A0B;&#x5DE5;&#x4F5C;&#x6A21;&#x5F0F;&#x3002;</p>
<p>DL&#x5168;&#x5BB6;&#x6876;
AI&#x73AF;&#x5883;&#xFF1A;cuda9.0 cudnn7.0.5 tensorflow1.5.0 keras2.2.2 pytorch0.4.1 mxnet1.2.1 python3.5<br>&#x8BF4;&#x660E;&#xFF1A;&#x5305;&#x542B;&#x4E86;&#x7248;&#x672C;&#x8F83;&#x4F4E;&#x7684;&#x6DF1;&#x5EA6;&#x5B66;&#x4E60;&#x6846;&#x67B6;&#x3002;</p>
<p>mxnet
AI&#x73AF;&#x5883;&#xFF1A;cuda9.0 cudnn7.4.1 mxnet1.3.1 python3.6
&#x8BF4;&#x660E;&#xFF1A;&#x4E3A;mxnet&#x4E13;&#x95E8;&#x5236;&#x4F5C;&#x7684;&#x73AF;&#x5883;&#xFF0C;&#x9700;&#x8981;&#x8DD1;mxnet&#x6216;&#x8005;&#x5728;DL&#x5168;&#x5BB6;&#x6876;&#x8DD1;mxnet&#x78B0;&#x5230;core dump&#x53EF;&#x4EE5;&#x76F4;&#x63A5;&#x5207;&#x6362;&#x81F3;&#x6B64;&#x955C;&#x50CF;&#x3002;</p>
<p>conda_DL
AI&#x73AF;&#x5883;&#xFF1A;cuda9.0 cudnn7.4.1 Anaconda3-5.3.1  ubuntu16.4 seeingdo_normal seeingdo_higher
&#x5DF2;&#x5B89;&#x88C5;&#x4E24;&#x4E2A;conda&#x73AF;&#x5883;&#xFF1A;
    (1) seeingdo_normal: tensorflow1.5.0 keras2.2.2 pytorch0.4.1 mxnet1.2.1 python3.6&#xFF1B; 
    (2) seeingdo_higher: tensorflow1.12.0+keras2.2.4+python3.6&#x3002;
&#x63A8;&#x8350;&#x7528;&#x6237;&#x4F7F;&#x7528;&#x672C;&#x73AF;&#x5883;&#x3002;
&#x8BF4;&#x660E;&#xFF1A;&#x4E13;&#x95E8;&#x7684;conda&#x73AF;&#x5883;&#x3002;&#x53EF;&#x4EE5;&#x4F7F;&#x7528;&#x81EA;&#x5B9A;&#x4E49;conda&#x865A;&#x62DF;&#x73AF;&#x5883;&#xFF0C;&#x4E5F;&#x53EF;&#x4EE5;&#x4F7F;&#x7528;&#x5185;&#x7F6E;&#x7684;AI&#x73AF;&#x5883;&#x3002;
&#x4F7F;&#x7528;&#x6559;&#x7A0B;&#xFF1A;conda_DL &#x4F7F;&#x7528;&#x8BF4;&#x660E;&#xFF1A;<a href="https://bbs.easyaiforum.cn/thread-1059-1-2.html" target="_blank">https://bbs.easyaiforum.cn/thread-1059-1-2.html</a>&#x3002;</p>
<p>darknet
&#x516C;&#x5171;&#x5185;&#x5BB9;&#x5168;&#x5305;&#x62EC;&#x3002;
AI&#x73AF;&#x5883;&#xFF1A;cuda9.0 cudnn7.4.1 tf1.12 python3.6
Darknet&#x76EE;&#x5F55;&#xFF1A;/home/ubuntu/darknet
&#x8BF4;&#x660E;&#xFF1A;&#x6B64;&#x955C;&#x50CF;&#x5DF2;&#x5B89;&#x88C5;Darknet&#x3002;&#x6B64;&#x955C;&#x50CF;&#x5904;&#x4E8E;beta&#x72B6;&#x6001;&#xFF0C;&#x7528;&#x6237;&#x53EF;&#x4F7F;&#x7528;&#xFF0C;&#x4F46;&#x5B58;&#x5728;(&#x8F83;&#x4F4E;&#x7684;)&#x6982;&#x7387;&#x9047;&#x5230;bug&#x3002;</p>
<p>Caffe
AI&#x73AF;&#x5883;&#xFF1A; cuda9.0 cudnn7.0.5 python3.5 Caffe1.0.0
caffe&#x76EE;&#x5F55;&#xFF1A;/home/ubuntu/caffe
&#x8BF4;&#x660E;&#xFF1A;&#x5B98;&#x65B9;Caffe&#xFF0C;&#x9700;&#x8981;&#x7528;caffe&#x8DD1;&#x7A0B;&#x5E8F;&#x7684;&#x4E0D;&#x4E8C;&#x9009;&#x62E9;&#x3002;</p>
<p>caffe_tp
AI&#x73AF;&#x5883;&#xFF1A;cuda8 cudnn5.1.10  python2.7 caffe1.0 
caffe&#x76EE;&#x5F55; :/home/caffe-segnet-cudnn5
&#x8BF4;&#x660E;&#xFF1A;caffe&#x4E2D;&#x5E26;segnet&#x7684;&#x73AF;&#x5883;&#xFF0C;&#x800C;&#x4E14;cuda&#x548C;cudnn&#x7248;&#x672C;&#x90FD;&#x6BD4;&#x8F83;&#x5207;&#x5408;&#xFF0C;Caffe&#x6027;&#x80FD;&#x53D1;&#x6325;&#x7684;&#x975E;&#x5E38;&#x597D;&#x3002;</p>
<p>tensorflow1.12.0
AI&#x73AF;&#x5883;&#xFF1A; cuda9.0 cudnn7.4.1 tensorflow1.12.0+keras2.2.4+python3.6
&#x8BF4;&#x660E;&#xFF1A;TensorFlow1.12.0&#x5B98;&#x65B9;&#x7248;&#x672C;&#xFF0C;&#x9700;&#x8981;&#x6B64;&#x7248;&#x672C;&#x7684;&#x90FD;&#x53EF;&#x4EE5;&#x9009;&#x62E9;&#x8FD9;&#x4E2A;&#x955C;&#x50CF;&#x3002;</p>
<p>cpu_tf1.12 
AI&#x73AF;&#x5883;&#xFF1A;cuda9.0 cudnn7 tensorflow1.12 python3.6
&#x7EAF;CPU&#xFF1A;&#x7528;&#x4E8E;&#x719F;&#x6089;&#x73AF;&#x5883;&#x548C;&#x4E0A;&#x4F20;&#x4E0B;&#x8F7D;&#x6587;&#x4EF6;&#x3002;
&#x8BF4;&#x660E;&#xFF1A;&#x4E13;&#x95E8;&#x4E3A;&#x7EAF;CPU&#x5F00;&#x53D1;&#xFF0C;&#x53EF;&#x4EE5;&#x8DD1;cpu&#x7684;TensorFlow&#xFF08;&#x4F46;&#x4E0D;&#x5EFA;&#x8BAE;&#x8FD9;&#x6837;&#x53BB;&#x505A;&#xFF0C;&#x56E0;&#x4E3A;&#x592A;&#x6162;&#x4E86;&#xFF09;</p>
<p>pytorch1.0
AI&#x73AF;&#x5883;&#xFF1A; cuda9.0 cudnn7.4.1 pytorch1.0+caffe2+allnlp+python3.6+fastai
&#x8BF4;&#x660E;&#xFF1A;PyTorch1.0&#x5B98;&#x65B9;&#x7248;&#x672C;&#xFF0C;&#x9700;&#x8981;&#x6B64;&#x7248;&#x672C;&#x7684;&#x90FD;&#x53EF;&#x4EE5;&#x9009;&#x62E9;&#x8FD9;&#x4E2A;&#x955C;&#x50CF;&#x3002;</p>
<p>torch
AI&#x73AF;&#x5883;&#xFF1A; cuda8.0 cudnn5 torch1.0+python2.7
&#x8BF4;&#x660E;&#xFF1A;&#x975E;&#x5B98;&#x65B9;&#x7248;&#x672C;&#xFF0C;&#x8C28;&#x614E;&#x9009;&#x62E9;&#x3002;</p>
<p>DL_py2.7
AI&#x73AF;&#x5883;&#xFF1A; cuda9.0 cudnn7.4.1 tensorflow1.5.0 keras2.2.2 pytorch0.4.1 mxnet1.2.1 python2.7
&#x8BF4;&#x660E;&#xFF1A;Python2.7&#xFF0C;&#x5404;&#x5F00;&#x53D1;&#x6846;&#x67B6;&#x7684;&#x8F83;&#x4F4E;&#x7248;&#x672C;&#x3002;</p>
<p>-------------------------------------&#x6536;&#x8D39;&#x955C;&#x50CF;&#x4E13;&#x533A;---------------------------------------------------------------------------
kaldi-tf1.12
AI&#x73AF;&#x5883;&#xFF1A;cuda9.0 cudnn7.4.1 tf1.12 kaldi python2.7+python3.5+python3.6
&#x8BF4;&#x660E;&#xFF1A;kaldi&#x7684;&#x8FD0;&#x884C;&#x73AF;&#x5883;&#x5DF2;&#x914D;&#x7F6E;&#x597D;&#xFF0C;&#x4E0B;&#x8F7D;kaldi&#x6E90;&#x7801;&#x540E;&#xFF0C;&#x5728;&#x6B64;&#x955C;&#x50CF;&#x4E2D;&#xFF0C;&#x53EF;&#x76F4;&#x63A5;make&#x6210;&#x529F;&#x3002;
&#x6B64;&#x955C;&#x50CF;&#x4E3A;&#x6536;&#x8D39;&#x955C;&#x50CF;&#xFF0C;&#x9996;&#x5148;&#x5728;&#x5E02;&#x573A;&#x8D2D;&#x4E70;&#x540E;&#x624D;&#x80FD;&#x5728;&#x5F00;&#x673A;&#x4E2D;&#x9009;&#x62E9;&#x3002;</p>
<p>caffe_ssd
AI&#x73AF;&#x5883;&#xFF1A;cuda8 cudnn5.1.10  python2.7 caffe1.0 
caffe&#x76EE;&#x5F55; :/home/ubuntu/caffe
&#x8BF4;&#x660E;&#xFF1A;caffe&#x4E2D;&#x5E26;ssd&#x7684;&#x73AF;&#x5883;&#xFF0C;&#x800C;&#x4E14;cuda&#x548C;cudnn&#x7248;&#x672C;&#x90FD;&#x6BD4;&#x8F83;&#x5207;&#x5408;&#xFF0C;Caffe&#x6027;&#x80FD;&#x53D1;&#x6325;&#x7684;&#x975E;&#x5E38;&#x597D;&#x3002;&#x4F46;&#x662F;&#x53EA;&#x6709;1080&#x624D;&#x53EF;&#x4EE5;&#x5F88;&#x597D;&#x7684;&#x8DD1;&#x52A8;&#x3002;
&#x6B64;&#x955C;&#x50CF;&#x4E3A;&#x6536;&#x8D39;&#x955C;&#x50CF;&#xFF0C;&#x9996;&#x5148;&#x5728;&#x5E02;&#x573A;&#x8D2D;&#x4E70;&#x540E;&#x624D;&#x80FD;&#x5728;&#x5F00;&#x673A;&#x4E2D;&#x9009;&#x62E9;&#x3002;  </p>

                                
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